نسخة أولية وصول مفتوح
Same Text, Different Numbers: The Divergence of LLM-Based Measures
Researchers increasingly use generative large language models (LLMs) to convert corporate text into empirical variables. We examine the extent to which LLM-based textual measures are invariant to model choice using thirteen measures, including sentiment, management clarity, uncertainty, answer specificity, and climate …